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Content Based Medical Image Retrieval using Local co-occurrence patterns
Rao, L. Koteswara1; Rao, D. Venkata2; Reddy, L. Pratap3
通讯作者Rao, L. Koteswara
会议名称International Conference on Applied and Theoretical Computing and Communication Technology (iCATccT)
会议日期OCT 29-31, 2015
会议地点Davangere, INDIA
英文摘要

To index and retrieve the images from a medical image dataset, an algorithm is proposed in this paper which is framed using local Co-occurrence Patterns (LCoP),In the existing LDP is rotation variant and captures the information only in a particular direction. The proposed LCoP codes the occurrence among the 1-order differentiators in all possible directions and is a rotational invariant method. The impact of the algorithm is further made clear by integrating the same with Gabor transform. All results of experiments on OASIS MRI shown a considerable improvement in terms of the performance metrics when compared to LBP, LTP, LDP even after taking the Gabor function


英文关键词local Binary Pattern (LBP) local derivative patterns (LDP) local cooccurrencepatterns (LCoP) Image indexing Gabor Transform (GT)
来源出版物PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON APPLIED AND THEORETICAL COMPUTING AND COMMUNICATION TECHNOLOGY (ICATCCT)
出版年2015
页码743-748
EISBN978-1-4673-9223-5
出版者IEEE
类型Proceedings Paper
语种英语
国家India
收录类别CPCI-S
WOS记录号WOS:000383398000138
WOS关键词CHEST CT IMAGES ; BINARY PATTERNS ; CLASSIFICATION ; SYSTEMS
WOS类目Computer Science, Theory & Methods ; Engineering, Electrical & Electronic ; Telecommunications
WOS研究方向Computer Science ; Engineering ; Telecommunications
资源类型会议论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/304269
作者单位1.IFHE, FST, Hyderabad, Andhra Pradesh, India;
2.Narasaraopet Inst Technol, Narasaraopet, India;
3.JNTUHCEH, ECE, Hyderabad, Andhra Pradesh, India
推荐引用方式
GB/T 7714
Rao, L. Koteswara,Rao, D. Venkata,Reddy, L. Pratap. Content Based Medical Image Retrieval using Local co-occurrence patterns[C]:IEEE,2015:743-748.
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